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gurwls223 pushed a commit to branch branch-3.1
in repository https://gitbox.apache.org/repos/asf/spark.git


The following commit(s) were added to refs/heads/branch-3.1 by this push:
     new f88a522  [MINOR][DOCS] Avoid some python docs where first sentence has 
"e.g." or similar
f88a522 is described below

commit f88a52207b5fe725451fb87ab145746c04288e02
Author: Sean Owen <sro...@gmail.com>
AuthorDate: Wed May 12 10:38:59 2021 +0900

    [MINOR][DOCS] Avoid some python docs where first sentence has "e.g." or 
similar
    
    Avoid some python docs where first sentence has "e.g." or similar as the 
period causes the docs to show only half of the first sentence as the summary.
    
    See for example 
https://spark.apache.org/docs/latest/api/python/reference/api/pyspark.ml.regression.LinearRegressionModel.html?highlight=linearregressionmodel#pyspark.ml.regression.LinearRegressionModel.summary
 where the method description is clearly truncated.
    
    Only changes docs.
    
    Manual testing of docs.
    
    Closes #32508 from srowen/TruncatedPythonDesc.
    
    Authored-by: Sean Owen <sro...@gmail.com>
    Signed-off-by: Hyukjin Kwon <gurwls...@apache.org>
    (cherry picked from commit a189be8754f474adbae477ed366750e2f85418d6)
    Signed-off-by: Hyukjin Kwon <gurwls...@apache.org>
---
 python/pyspark/ml/classification.py | 10 +++++-----
 python/pyspark/ml/clustering.py     |  6 +++---
 python/pyspark/ml/regression.py     |  4 ++--
 python/pyspark/ml/util.py           |  4 ++--
 python/pyspark/sql/context.py       |  2 +-
 python/pyspark/sql/session.py       |  2 +-
 6 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/python/pyspark/ml/classification.py 
b/python/pyspark/ml/classification.py
index 17994ed..6b8951d 100644
--- a/python/pyspark/ml/classification.py
+++ b/python/pyspark/ml/classification.py
@@ -738,7 +738,7 @@ class LinearSVCModel(_JavaClassificationModel, 
_LinearSVCParams, JavaMLWritable,
     @since("3.1.0")
     def summary(self):
         """
-        Gets summary (e.g. accuracy/precision/recall, objective history, total 
iterations) of model
+        Gets summary (accuracy/precision/recall, objective history, total 
iterations) of model
         trained on the training set. An exception is thrown if 
`trainingSummary is None`.
         """
         if self.hasSummary:
@@ -1237,7 +1237,7 @@ class 
LogisticRegressionModel(_JavaProbabilisticClassificationModel, _LogisticRe
     @since("2.0.0")
     def summary(self):
         """
-        Gets summary (e.g. accuracy/precision/recall, objective history, total 
iterations) of model
+        Gets summary (accuracy/precision/recall, objective history, total 
iterations) of model
         trained on the training set. An exception is thrown if 
`trainingSummary is None`.
         """
         if self.hasSummary:
@@ -1843,7 +1843,7 @@ class RandomForestClassificationModel(_TreeEnsembleModel, 
_JavaProbabilisticClas
     @since("3.1.0")
     def summary(self):
         """
-        Gets summary (e.g. accuracy/precision/recall, objective history, total 
iterations) of model
+        Gets summary (accuracy/precision/recall, objective history, total 
iterations) of model
         trained on the training set. An exception is thrown if 
`trainingSummary is None`.
         """
         if self.hasSummary:
@@ -2700,7 +2700,7 @@ class 
MultilayerPerceptronClassificationModel(_JavaProbabilisticClassificationMo
     @since("3.1.0")
     def summary(self):
         """
-        Gets summary (e.g. accuracy/precision/recall, objective history, total 
iterations) of model
+        Gets summary (accuracy/precision/recall, objective history, total 
iterations) of model
         trained on the training set. An exception is thrown if 
`trainingSummary is None`.
         """
         if self.hasSummary:
@@ -3500,7 +3500,7 @@ class 
FMClassificationModel(_JavaProbabilisticClassificationModel, _Factorizatio
     @since("3.1.0")
     def summary(self):
         """
-        Gets summary (e.g. accuracy/precision/recall, objective history, total 
iterations) of model
+        Gets summary (accuracy/precision/recall, objective history, total 
iterations) of model
         trained on the training set. An exception is thrown if 
`trainingSummary is None`.
         """
         if self.hasSummary:
diff --git a/python/pyspark/ml/clustering.py b/python/pyspark/ml/clustering.py
index 54c1a43..763fea3 100644
--- a/python/pyspark/ml/clustering.py
+++ b/python/pyspark/ml/clustering.py
@@ -189,7 +189,7 @@ class GaussianMixtureModel(JavaModel, 
_GaussianMixtureParams, JavaMLWritable, Ja
     @since("2.1.0")
     def summary(self):
         """
-        Gets summary (e.g. cluster assignments, cluster sizes) of the model 
trained on the
+        Gets summary (cluster assignments, cluster sizes) of the model trained 
on the
         training set. An exception is thrown if no summary exists.
         """
         if self.hasSummary:
@@ -560,7 +560,7 @@ class KMeansModel(JavaModel, _KMeansParams, 
GeneralJavaMLWritable, JavaMLReadabl
     @since("2.1.0")
     def summary(self):
         """
-        Gets summary (e.g. cluster assignments, cluster sizes) of the model 
trained on the
+        Gets summary (cluster assignments, cluster sizes) of the model trained 
on the
         training set. An exception is thrown if no summary exists.
         """
         if self.hasSummary:
@@ -828,7 +828,7 @@ class BisectingKMeansModel(JavaModel, 
_BisectingKMeansParams, JavaMLWritable, Ja
     @since("2.1.0")
     def summary(self):
         """
-        Gets summary (e.g. cluster assignments, cluster sizes) of the model 
trained on the
+        Gets summary (cluster assignments, cluster sizes) of the model trained 
on the
         training set. An exception is thrown if no summary exists.
         """
         if self.hasSummary:
diff --git a/python/pyspark/ml/regression.py b/python/pyspark/ml/regression.py
index ba63de7..2ba3048 100644
--- a/python/pyspark/ml/regression.py
+++ b/python/pyspark/ml/regression.py
@@ -348,7 +348,7 @@ class LinearRegressionModel(_JavaRegressionModel, 
_LinearRegressionParams, Gener
     @since("2.0.0")
     def summary(self):
         """
-        Gets summary (e.g. residuals, mse, r-squared ) of model on
+        Gets summary (residuals, MSE, r-squared ) of model on
         training set. An exception is thrown if
         `trainingSummary is None`.
         """
@@ -2270,7 +2270,7 @@ class 
GeneralizedLinearRegressionModel(_JavaRegressionModel, _GeneralizedLinearR
     @since("2.0.0")
     def summary(self):
         """
-        Gets summary (e.g. residuals, deviance, pValues) of model on
+        Gets summary (residuals, deviance, p-values) of model on
         training set. An exception is thrown if
         `trainingSummary is None`.
         """
diff --git a/python/pyspark/ml/util.py b/python/pyspark/ml/util.py
index 156e7f0..21d2725 100644
--- a/python/pyspark/ml/util.py
+++ b/python/pyspark/ml/util.py
@@ -152,7 +152,7 @@ class GeneralMLWriter(MLWriter):
 
     def format(self, source):
         """
-        Specifies the format of ML export (e.g. "pmml", "internal", or the 
fully qualified class
+        Specifies the format of ML export ("pmml", "internal", or the fully 
qualified class
         name for export).
         """
         self.source = source
@@ -202,7 +202,7 @@ class GeneralJavaMLWriter(JavaMLWriter):
 
     def format(self, source):
         """
-        Specifies the format of ML export (e.g. "pmml", "internal", or the 
fully qualified class
+        Specifies the format of ML export ("pmml", "internal", or the fully 
qualified class
         name for export).
         """
         self._jwrite.format(source)
diff --git a/python/pyspark/sql/context.py b/python/pyspark/sql/context.py
index 5071240..ad77ce6 100644
--- a/python/pyspark/sql/context.py
+++ b/python/pyspark/sql/context.py
@@ -298,7 +298,7 @@ class SQLContext(object):
         Parameters
         ----------
         data : :class:`RDD` or iterable
-            an RDD of any kind of SQL data representation(e.g. :class:`Row`,
+            an RDD of any kind of SQL data representation (:class:`Row`,
             :class:`tuple`, ``int``, ``boolean``, etc.), or :class:`list`, or
             :class:`pandas.DataFrame`.
         schema : :class:`pyspark.sql.types.DataType`, str or list, optional
diff --git a/python/pyspark/sql/session.py b/python/pyspark/sql/session.py
index 4db958a..57c680f 100644
--- a/python/pyspark/sql/session.py
+++ b/python/pyspark/sql/session.py
@@ -580,7 +580,7 @@ class SparkSession(SparkConversionMixin):
         Parameters
         ----------
         data : :class:`RDD` or iterable
-            an RDD of any kind of SQL data representation(e.g. :class:`Row`,
+            an RDD of any kind of SQL data representation (:class:`Row`,
             :class:`tuple`, ``int``, ``boolean``, etc.), or :class:`list`, or
             :class:`pandas.DataFrame`.
         schema : :class:`pyspark.sql.types.DataType`, str or list, optional

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